CanAgentUse

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https://www.chroma.com/

SCANNED

Jun 8, 2026, 5:25 PM

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https://www.chroma.com/

SCANNED

Jun 8, 2026, 5:25:52 PMJun 8, 2026, 5:25 PM

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52/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Optical Filters, Custom & OEM Filter Design, Imaging Systems & Products - Chroma Technology Corp

Optical Filters, Custom & OEM Filter Design, Imaging Systems & Products - Chroma Technology Corp Products Optical Filters All Catalog Filters Astronomy Filters LRGB Filters Narrowband Filters Photometry Filters Bandpass Filters Longpass Filters Shortpass Filt...

Next step

Turn this report into a fix workflow

29 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	23	Priority fix	4	19	0	View details
Discoverability	29	Priority fix	2	7	0	View details
Content Readiness	33	Priority fix	2	8	0	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	8	Priority fix	6	24	0	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	4	0	View details
MCP	25	Priority fix	2	6	0	View details
Skill Discovery	0	Priority fix	0	8	0	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	62	Needs work	5	3	12	View details
GEO Readiness	69	Needs work	2	0	4
AIO Readiness	59	Needs work	2	2	3	View details
AEO Readiness	58	Needs work	1	1	5	View details
SEO	77	Mostly ready	8	3	0	View details
SEO	77	Mostly ready	8	3	0	View details
Security & Trust	20	Priority fix	5	4	0	View details
Security & Trust	20	Priority fix	1	4	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	91	Strong	21	2	4	View details
Performance	90	Strong	16	2	4	View details
Accessibility	93	Strong	5	0	0

Prioritized recommendations

Issues ranked by score impact

52 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish an API catalog for automated API discovery using RFC 9727.

Result

API Catalog failed at "Fetch API catalog".

Validation steps

Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <meta name=\"csrf-token\" content=\"NXmZLL0QMki2rBoDhKF8c762RwhZvHGR0cZhU9uz\">\n    <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/themes/reset-min.css\"\n        integrity=\"sha256-2AeJLzExpZvqLUxMfcs+4DWcMwNfpnjUeAAvEtPr0wU=\" crossorigin=\"anonymous\"\n        media=\"print\" onload=\"this.media='all'\"\n    >\n\n    <link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/assets/favicons/favicon.ico\">\n<!-- <link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" hre"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Why it matters

OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <meta name=\"csrf-token\" content=\"NXmZLL0QMki2rBoDhKF8c762RwhZvHGR0cZhU9uz\">\n    <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/themes/reset-min.css\"\n        integrity=\"sha256-2AeJLzExpZvqLUxMfcs+4DWcMwNfpnjUeAAvEtPr0wU=\" crossorigin=\"anonymous\"\n        media=\"print\" onload=\"this.media='all'\"\n    >\n\n    <link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/assets/favicons/favicon.ico\">\n<!-- <link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" hre"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <meta name=\"csrf-token\" content=\"NXmZLL0QMki2rBoDhKF8c762RwhZvHGR0cZhU9uz\">\n    <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/themes/reset-min.css\"\n        integrity=\"sha256-2AeJLzExpZvqLUxMfcs+4DWcMwNfpnjUeAAvEtPr0wU=\" crossorigin=\"anonymous\"\n        media=\"print\" onload=\"this.media='all'\"\n    >\n\n    <link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/assets/favicons/favicon.ico\">\n<!-- <link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" hre"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <meta name=\"csrf-token\" content=\"NXmZLL0QMki2rBoDhKF8c762RwhZvHGR0cZhU9uz\">\n    <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/themes/reset-min.css\"\n        integrity=\"sha256-2AeJLzExpZvqLUxMfcs+4DWcMwNfpnjUeAAvEtPr0wU=\" crossorigin=\"anonymous\"\n        media=\"print\" onload=\"this.media='all'\"\n    >\n\n    <link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/assets/favicons/favicon.ico\">\n<!-- <link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" hre"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <meta name=\"csrf-token\" content=\"NXmZLL0QMki2rBoDhKF8c762RwhZvHGR0cZhU9uz\">\n    <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/themes/reset-min.css\"\n        integrity=\"sha256-2AeJLzExpZvqLUxMfcs+4DWcMwNfpnjUeAAvEtPr0wU=\" crossorigin=\"anonymous\"\n        media=\"print\" onload=\"this.media='all'\"\n    >\n\n    <link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/assets/favicons/favicon.ico\">\n<!-- <link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" hre"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "application/json",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\"message\":\"Not found.\"}"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "application/json",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\"message\":\"Not found.\"}"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <meta name=\"csrf-token\" content=\"NXmZLL0QMki2rBoDhKF8c762RwhZvHGR0cZhU9uz\">\n    <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/themes/reset-min.css\"\n        integrity=\"sha256-2AeJLzExpZvqLUxMfcs+4DWcMwNfpnjUeAAvEtPr0wU=\" crossorigin=\"anonymous\"\n        media=\"print\" onload=\"this.media='all'\"\n    >\n\n    <link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/assets/favicons/favicon.ico\">\n<!-- <link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" hre"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

AI bot rules in robots.txt is missing or incomplete.

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check

Issue

No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.

Why it matters

Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.

Result

AI bot rules in robots.txt is missing or incomplete.

Evidence

{
  "expectedBots": [
    "GPTBot",
    "ChatGPT-User",
    "ClaudeBot",
    "Claude-Web",
    "Anthropic-AI",
    "Google-Extended",
    "PerplexityBot",
    "CCBot",
    "Applebot-Extended",
    "Meta-ExternalAgent",
    "Bytespider",
    "Amazonbot",
    "Cohere-AI"
  ],
  "configuredBots": []
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Declare AI content usage preferences with Content Signal in robots.txt.

Result

Content Signal is missing or incomplete.

Evidence

{
  "signals": [],
  "ai-train": false,
  "search": false,
  "ai-input": false
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

MCP Server Card failed at "Fetch to find resource".

33 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

MCP Server Card failed at "Fetch to find resource".

Validation steps

Fetch to find resource
MCP Server Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

mcp.json failed at "Fetch to find resource".

33 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.

Result

mcp.json failed at "Fetch to find resource".

Validation steps

Fetch to find resource
mcp.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

Web Bot Auth request signing failed at "Fetch to find resource".

33 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

Web Bot Auth request signing was not found at the expected path.

Why it matters

Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.

Result

Web Bot Auth request signing failed at "Fetch to find resource".

Validation steps

Fetch to find resource
Web Bot Auth request signing was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

33 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

Fetch to find resource
WebMCP manifest was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

A2A Agent Card failed at "Fetch to find resource".

25 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent card so A2A-compatible clients can discover capabilities.

Result

A2A Agent Card failed at "Fetch to find resource".

Validation steps

Fetch to find resource
A2A Agent Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Fetch to find resource".

25 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Fetch to find resource".

Validation steps

Fetch to find resource
Agent Skills index was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

agent.json failed at "Fetch to find resource".

25 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.

Result

agent.json failed at "Fetch to find resource".

Validation steps

Fetch to find resource
agent.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

agents.json failed at "Fetch to find resource".

25 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.

Result

agents.json failed at "Fetch to find resource".

Validation steps

Fetch to find resource
agents.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

25 Fail

Needs attention

Content freshness signals

Failed check

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.

Why it matters

Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.

Check name

Content freshness signals

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose modified and published dates for freshness-aware retrieval and ranking.

Result

Content freshness signals is missing or incomplete.

Evidence

{
  "lastModified": null,
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

25 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

Why it matters

Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Constrain script, style, frame, and resource loading with a Content-Security-Policy header.

Result

Content-Security-Policy is missing or incomplete.

Evidence

{
  "header": "content-security-policy",
  "value": null
}

Security & TrustSecurity & TrustEstablished

Frame protection

Frame protection is missing or incomplete.

25 Fail

Needs attention

Frame protection

Failed check

Issue

Frame protection is missing or incomplete.

Why it matters

Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.

Check name

Frame protection

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.

Result

Frame protection is missing or incomplete.

Evidence

{
  "xFrameOptions": null,
  "validXFrame": false,
  "contentSecurityPolicy": null,
  "cspFrameAncestors": false
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Fetch to find resource".

25 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt was not found at the expected path.

Why it matters

llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

Publish llms.txt to summarize agent-readable site guidance.

Result

llms.txt failed at "Fetch to find resource".

Validation steps

Fetch to find resource
llms.txt was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check

Issue

Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.

Why it matters

Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      },
      "issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 22703,
        "excerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <meta name=\"csrf-token\" content",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

25 Fail

Needs attention

Referrer-Policy

Failed check

Issue

Referrer-Policy is missing or incomplete.

Why it matters

Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence

{
  "header": "referrer-policy",
  "value": null
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: missing <footer> landmark; skipped heading levels; 22 links missing accessible names.

Details

Why it matters

Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence

{
  "main": true,
  "nav": true,
  "footer": false,
  "meaningfulH1": true,
  "headingOrder": false,
  "accessibleLinks": false,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a class=\"block w-full py-5 flex flex-1 justify-end\" @click=\"toggleExpand(&apos;8006d1e2-f941-4e96-b8c0-1205255bb134&apos;)\"> <svg x-show=\"isExpanded(&apos;8006d1e2-f941-4e96-b8c0-1205255bb134&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;8006d1e2-f941-4e96-b8c0-1205255bb134&apos;)",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;617ebb6a-c2e4-4fbc-9afa-7b52c60dbc13&apos;)\"> <svg x-show=\"isExpanded(&apos;617ebb6a-c2e4-4fbc-9afa-7b52c60dbc13&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;617ebb6a-c2e4-4fbc-9afa-7b52c60dbc13&apos;)\" class",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;478d4011-bebb-41eb-9811-f2d34bce0937&apos;)\"> <svg x-show=\"isExpanded(&apos;478d4011-bebb-41eb-9811-f2d34bce0937&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;478d4011-bebb-41eb-9811-f2d34bce0937&apos;)\" class",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;4d61f9df-f116-45bc-9686-caa1a7d44ce6&apos;)\"> <svg x-show=\"isExpanded(&apos;4d61f9df-f116-45bc-9686-caa1a7d44ce6&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;4d61f9df-f116-45bc-9686-caa1a7d44ce6&apos;)\" class",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;90636543-361b-4a0f-bf4b-af136482bd7b&apos;)\"> <svg x-show=\"isExpanded(&apos;90636543-361b-4a0f-bf4b-af136482bd7b&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;90636543-361b-4a0f-bf4b-af136482bd7b&apos;)\" class",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;23dbe798-0413-49d6-8067-f855bbc1c12b&apos;)\"> <svg x-show=\"isExpanded(&apos;23dbe798-0413-49d6-8067-f855bbc1c12b&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;23dbe798-0413-49d6-8067-f855bbc1c12b&apos;)\" class",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;9bf831a4-f523-4d8c-a9db-5dd9881e0cc7&apos;)\"> <svg x-show=\"isExpanded(&apos;9bf831a4-f523-4d8c-a9db-5dd9881e0cc7&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;9bf831a4-f523-4d8c-a9db-5dd9881e0cc7&apos;)\" class",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;27d5260c-4f30-45bf-a92f-23a82b3626a2&apos;)\"> <svg x-show=\"isExpanded(&apos;27d5260c-4f30-45bf-a92f-23a82b3626a2&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;27d5260c-4f30-45bf-a92f-23a82b3626a2&apos;)\" class",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;0c298512-e09d-4a05-8366-33c778b216bd&apos;)\"> <svg x-show=\"isExpanded(&apos;0c298512-e09d-4a05-8366-33c778b216bd&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;0c298512-e09d-4a05-8366-33c778b216bd&apos;)\" class",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;20012148-703d-4168-8d89-fe72f0932e51&apos;)\"> <svg x-show=\"isExpanded(&apos;20012148-703d-4168-8d89-fe72f0932e51&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;20012148-703d-4168-8d89-fe72f0932e51&apos;)\" class",
      "<a class=\"block w-full py-5 flex flex-1 justify-end\" @click=\"toggleExpand(&apos;42c80034-a0b0-4dee-9b7f-ae1c2062313e&apos;)\"> <svg x-show=\"isExpanded(&apos;42c80034-a0b0-4dee-9b7f-ae1c2062313e&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;42c80034-a0b0-4dee-9b7f-ae1c2062313e&apos;)",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;10222790-11a5-4bd9-aabe-8c87b7ec2152&apos;)\"> <svg x-show=\"isExpanded(&apos;10222790-11a5-4bd9-aabe-8c87b7ec2152&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;10222790-11a5-4bd9-aabe-8c87b7ec2152&apos;)\" class",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;0e3fb6c3-0c8f-4862-a2a0-357be0c75351&apos;)\"> <svg x-show=\"isExpanded(&apos;0e3fb6c3-0c8f-4862-a2a0-357be0c75351&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;0e3fb6c3-0c8f-4862-a2a0-357be0c75351&apos;)\" class",
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      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;465b614c-fdf5-4ba8-9de3-6bdb67df5fa7&apos;)\"> <svg x-show=\"isExpanded(&apos;465b614c-fdf5-4ba8-9de3-6bdb67df5fa7&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;465b614c-fdf5-4ba8-9de3-6bdb67df5fa7&apos;)\" class",
      "<a class=\"block w-full py-5 flex flex-1 justify-end\" @click=\"toggleExpand(&apos;e98fb8e3-f176-41c1-a691-ab9c82778a1a&apos;)\"> <svg x-show=\"isExpanded(&apos;e98fb8e3-f176-41c1-a691-ab9c82778a1a&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;e98fb8e3-f176-41c1-a691-ab9c82778a1a&apos;)",
      "<a class=\"block w-full py-5 flex flex-1 justify-end\" @click=\"toggleExpand(&apos;318075fa-be57-41be-86ec-8ef30bc644bf&apos;)\"> <svg x-show=\"isExpanded(&apos;318075fa-be57-41be-86ec-8ef30bc644bf&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;318075fa-be57-41be-86ec-8ef30bc644bf&apos;)",
      "<a class=\"block w-full py-5 flex flex-1 justify-end\" @click=\"toggleExpand(&apos;aac0aa44-b412-4f98-8551-9e30a6a2ecfb&apos;)\"> <svg x-show=\"isExpanded(&apos;aac0aa44-b412-4f98-8551-9e30a6a2ecfb&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;aac0aa44-b412-4f98-8551-9e30a6a2ecfb&apos;)",
      "<a class=\"block py-2 flex justify-end flex-1\" @click=\"toggleExpand(&apos;58e3632d-31b4-4981-8a2d-46cddd3d17f9&apos;)\"> <svg x-show=\"isExpanded(&apos;58e3632d-31b4-4981-8a2d-46cddd3d17f9&apos;)\" class=\"w-[25px] h-[25px]\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\" style=\"display: none;\"><path d=\"M432 256c0 17.7-14.3 32-32 32L48 288c-17.7 0-32-14.3-32-32s14.3-32 32-32l352 0c17.7 0 32 14.3 32 32z\"/></svg> <svg x-show=\"!isExpanded(&apos;58e3632d-31b4-4981-8a2d-46cddd3d17f9&apos;)\" class",
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      "<a href=\"#\" class=\"block relative\" @click=\"search=true\"> <svg xmlns=\"http://www.w3.org/2000/svg\" class=\"w-[20px] h-[20px]\" viewBox=\"0 0 512 512\"> <path class=\"fill-sky-800\" d=\"M416 208c0 45.9-14.9 88.3-40 122.7L502.6 457.4c12.5 12.5 12.5 32.8 0 45.3s-32.8 12.5-45.3 0L330.7 376c-34.4 25.2-76.8 40-122.7 40C93.1 416 0 322.9 0 208S93.1 0 208 0S416 93.1 416 208zM208 352a144 144 0 1 0 0-288 144 144 0 1 0 0 288z\"/> </svg> </a>",
      "<a :href=\"event.link\" target=\"_blank\" x-html=\"event.title\"></a>"
    ],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": [
      "h1: Optical Filters for Scientific, Imaging and Detection Industries",
      "h2: Setting the standard for success in optical filters",
      "h2: Our Products",
      "h3: Optical Filters",
      "h3: Filter Sets",
      "h3: Filter Accessories",
      "h2: Capabilities",
      "h3: Manufacturing & Optical Coatings",
      "h3: Custom Design & Engineering",
      "h3: Prototyping & Rapid Development",
      "h3: Metrology & Quality Assurance",
      "h2: Applications & Markets",
      "h3: Life Science & Diagnostics",
      "h3: Astronomy & Astrophotography",
      "h3: Industrial Applications & Machine Vision",
      "h3: Analytical Spectroscopy",
      "h2: Spectra Viewer",
      "h3: From Researchers to OEMs:",
      "h2: OEM Optical Engineering Systems Design",
      "h2: Upcoming Events & Tradeshows",
      "h4: News and Events",
      "h2: Sign up for our newsletter",
      "h4: Company",
      "h4: Support",
      "h4: Resources",
      "h4: Result Types",
      "h2: No Results Found"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 27,
    "links": 318,
    "inaccessibleLinks": 22,
    "buttons": 2,
    "inaccessibleButtons": 0,
    "images": 36,
    "imagesWithAlt": 36,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

X-Content-Type-Options is missing or incomplete.

25 Fail

Needs attention

X-Content-Type-Options

Failed check

Issue

X-Content-Type-Options is missing or incomplete.

Why it matters

X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

X-Content-Type-Options is missing or incomplete.

Evidence

{
  "header": "x-content-type-options",
  "value": null
}

AI DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

20 Fail

Needs attention

FAQPage schema

Failed check

Issue

FAQ content was detected but no FAQPage schema was found.

Why it matters

FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose question-and-answer content in FAQPage structured data when FAQs are present.

Result

FAQPage schema is missing or incomplete.

Evidence

{
  "found": false,
  "visibleFaq": true,
  "allTypes": []
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

20 Fail

Needs attention

High-value schema types

Failed check

Issue

No high-value schema types (e.g. Article, Product, Service) were found.

Why it matters

High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Use schema types that describe the page's primary content or offering.

Result

High-value schema types is missing or incomplete.

Evidence

{
  "found": [],
  "expected": [
    "Article",
    "BlogPosting",
    "NewsArticle",
    "Product",
    "SoftwareApplication",
    "FAQPage",
    "LocalBusiness",
    "VideoObject",
    "HowTo",
    "Event",
    "Course",
    "Review",
    "Service"
  ],
  "allTypes": []
}

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

20 Fail

Needs attention

JSON-LD present

Failed check

Issue

No JSON-LD blocks found.

Why it matters

JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose schema.org JSON-LD so AI search systems can parse page entities.

Result

JSON-LD present is missing or incomplete.

Evidence

{
  "blocks": 0,
  "validBlocks": 0,
  "schemaContextBlocks": 0,
  "errors": [],
  "documents": [],
  "nodes": []
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

20 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.

Evidence

{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": []
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

20 Fail

Needs attention

Organization / WebSite schema

Failed check

Issue

Neither Organization nor WebSite schema types were found in JSON-LD.

Why it matters

Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence

{
  "found": [],
  "allTypes": []
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 0/100 and needs a fix.

10 Fail

Needs attention

AIO: Visible structured data match

Failed check

Issue

No JSON-LD structured data was detected.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Visible structured data match

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Visible structured data match scored 0/100 and needs a fix.

Evidence

{
  "schemaCount": 0,
  "mismatches": [],
  "score": 0,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 50/100 and needs improvement.

7 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: optical, filters, custom, oem, filter, design, imaging, systems, products, chroma, technology, corp, scientific, detection, industries.

Details

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Entity clarity

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Entity clarity scored 50/100 and needs improvement.

Evidence

{
  "title": "Optical Filters, Custom & OEM Filter Design, Imaging Systems & Products - Chroma Technology Corp",
  "h1": "Optical Filters for Scientific, Imaging and Detection Industries",
  "description": "",
  "topicOverlap": 0,
  "topicTerms": [
    "optical",
    "filters",
    "custom",
    "oem",
    "filter",
    "design",
    "imaging",
    "systems",
    "products",
    "chroma",
    "technology",
    "corp",
    "scientific",
    "detection",
    "industries"
  ],
  "descriptionTerms": [],
  "missingFromDescription": [
    "optical",
    "filters",
    "custom",
    "oem",
    "filter",
    "design",
    "imaging",
    "systems",
    "products",
    "chroma",
    "technology",
    "corp",
    "scientific",
    "detection",
    "industries"
  ],
  "score": 50,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 40/100 and needs a fix.

6 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Source and trust signals scored 40/100 and needs a fix.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company/",
      "text": "About Us",
      "html": "<a class=\"text-sm leading-none flex items-center gap-1.5 no-underline uppercase px-3 py-2.5 rounded-md transition-colors whitespace-nowrap text-slate-900 dark:text-slate-300 dark:hover:text-white \" href=\"/company/\"> About Us <svg class=\"w-3 h-3 opacity-60 transition-transform\" :class=\"open &amp;&amp; &apos;rotate-180&apos;\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M5.22 8.22a.75.75 0 0 1 1.06 0L10 11.94l3.72-3.72a.75.75 0 1 1 1.06..."
    },
    {
      "href": "/company/",
      "text": "Company",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/\"> <span>Company</span> <svg class=\"w-4 h-4 ml-3 text-slate-900 dark:text-slate-200 shrink-0\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M8.22 5.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.2..."
    },
    {
      "href": "/company/mission-values/",
      "text": "Mission and Values",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/mission-values/\"> <span>Mission and Values</span> </a>"
    },
    {
      "href": "/company/certifications-awards/",
      "text": "Certifications and Awards",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/certifications-awards/\"> <span>Certifications and Awards</span> </a>"
    },
    {
      "href": "/company/history/",
      "text": "History",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/history/\"> <span>History</span> </a>"
    },
    {
      "href": "/company/deib/",
      "text": "DEIB",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/deib/\"> <span>DEIB</span> </a>"
    },
    {
      "href": "/company/network/",
      "text": "Global Partner Network",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/network/\"> <span>Global Partner Network</span> </a>"
    },
    {
      "href": "/company/scientific-communities/",
      "text": "Scientific Communities",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/scientific-communities/\"> <span>Scientific Communities</span> </a>"
    },
    {
      "href": "/company/careers/",
      "text": "Careers",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/careers/\"> <span>Careers</span> </a>"
    },
    {
      "href": "/company/events/",
      "text": "Events",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/events/\"> <span>Events</span> </a>"
    },
    {
      "href": "/company/media/",
      "text": "Media",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/media/\"> <span>Media</span> <svg class=\"w-4 h-4 ml-3 text-slate-900 dark:text-slate-200 shrink-0\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M8.22 5.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25..."
    },
    {
      "href": "/company/media/image-gallery/",
      "text": "Image Gallery",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/media/image-gallery/\"> <span>Image Gallery</span> </a>"
    },
    {
      "href": "/company/media/videos/",
      "text": "Video Highlights",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/media/videos/\"> <span>Video Highlights</span> </a>"
    },
    {
      "href": "/company/news/",
      "text": "News",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/news/\"> <span>News</span> </a>"
    },
    {
      "href": "/company/testimonials/",
      "text": "Testimonials",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/testimonials/\"> <span>Testimonials</span> </a>"
    },
    {
      "href": "/company/",
      "text": "About Us",
      "html": "<a class=\"w-full text-3xl py-4 text-primary font-serif font-bold\" href=\"/company/\">About Us</a>"
    },
    {
      "href": "/company/",
      "text": "Company",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/\">Company</a>"
    },
    {
      "href": "/company/mission-values/",
      "text": "Mission and Values",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/mission-values/\">Mission and Values</a>"
    },
    {
      "href": "/company/certifications-awards/",
      "text": "Certifications and Awards",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/certifications-awards/\">Certifications and Awards</a>"
    },
    {
      "href": "/company/history/",
      "text": "History",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/history/\">History</a>"
    },
    {
      "href": "/company/deib/",
      "text": "DEIB",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/deib/\">DEIB</a>"
    },
    {
      "href": "/company/network/",
      "text": "Global Partner Network",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/network/\">Global Partner Network</a>"
    },
    {
      "href": "/company/scientific-communities/",
      "text": "Scientific Communities",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/scientific-communities/\">Scientific Communities</a>"
    },
    {
      "href": "/company/careers/",
      "text": "Careers",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/careers/\">Careers</a>"
    },
    {
      "href": "/company/events/",
      "text": "Events",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/events/\">Events</a>"
    },
    {
      "href": "/company/media/",
      "text": "Media",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/media/\">Media</a>"
    },
    {
      "href": "/company/media/image-gallery/",
      "text": "Image Gallery",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/media/image-gallery/\">Image Gallery</a>"
    },
    {
      "href": "/company/media/videos/",
      "text": "Video Highlights",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/media/videos/\">Video Highlights</a>"
    },
    {
      "href": "/company/news/",
      "text": "News",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/news/\">News</a>"
    },
    {
      "href": "/company/testimonials/",
      "text": "Testimonials",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/testimonials/\">Testimonials</a>"
    },
    {
      "href": "/company/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "https://www.linkedin.com/company/chroma-technology-corp/",
      "text": "",
      "html": "<a class=\"block\" aria-label=\"visit /assets/icons/linkedin-1641400598.svg\" href=\"https://www.linkedin.com/company/chroma-technology-corp/\"> <!--?xml version=\"1.0\" encoding=\"UTF-8\"?--><svg class=\"w-6 h-6 fill-current\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" version=\"1.1\" id=\"Layer_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 24 24\" style=\"enable-background:new 0 0 24 24;\"><path d=\"M20.5,2H3.5C2.7,2,2.1,2.6,2.1,3.4c0,0,0,0,0,0v17.1c0,0.8,0.7,1.4,1.5,1.4c0,0,0,0,0,0h16.9c..."
    },
    {
      "href": "/company/certifications-awards/",
      "text": "Certifications and Awards",
      "html": "<a href=\"/company/certifications-awards/\"> Certifications and Awards </a>"
    },
    {
      "href": "/company/certifications-awards/b-corp/",
      "text": "EU B-Corp Certification",
      "html": "<a href=\"/company/certifications-awards/b-corp/\"> EU B-Corp Certification </a>"
    },
    {
      "href": "/company/careers/",
      "text": "Careers",
      "html": "<a href=\"/company/careers/\"> Careers </a>"
    },
    {
      "href": "/company/deib/",
      "text": "DEIB",
      "html": "<a href=\"/company/deib/\"> DEIB </a>"
    },
    {
      "href": "/company/mission-values/",
      "text": "Mission and Values",
      "html": "<a href=\"/company/mission-values/\"> Mission and Values </a>"
    },
    {
      "href": "/company/news/",
      "text": "News & Press Releases",
      "html": "<a href=\"/company/news/\"> News &amp; Press Releases </a>"
    },
    {
      "href": "/company/events/",
      "text": "Upcoming Events",
      "html": "<a href=\"/company/events/\"> Upcoming Events </a>"
    }
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  "contactLinks": [
    {
      "href": "/resources/customer-support/",
      "text": "Customer Support",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/resources/customer-support/\"> <span>Customer Support</span> </a>"
    },
    {
      "href": "/resources/customer-support/ordering/",
      "text": "Ordering",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/resources/customer-support/ordering/\"> <span>Ordering</span> </a>"
    },
    {
      "href": "/resources/customer-support/faqs/",
      "text": "FAQs",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/resources/customer-support/faqs/\"> <span>FAQs</span> </a>"
    },
    {
      "href": "/contact/",
      "text": "Contact",
      "html": "<a class=\"text-sm leading-none flex items-center gap-1.5 no-underline uppercase px-3 py-2.5 rounded-md transition-colors whitespace-nowrap text-slate-900 dark:text-slate-300 dark:hover:text-white \" href=\"/contact/\"> Contact </a>"
    },
    {
      "href": "/contact/quote-request/",
      "text": "Request a Quote",
      "html": "<a href=\"/contact/quote-request/\" class=\"p-2 w-full whitespace-nowrap border border-primary text-primary rounded flex justify-center block\">Request a Quote</a>"
    },
    {
      "href": "/resources/customer-support/",
      "text": "Customer Support",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/resources/customer-support/\">Customer Support</a>"
    },
    {
      "href": "/resources/customer-support/ordering/",
      "text": "Ordering",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/resources/customer-support/ordering/\">Ordering</a>"
    },
    {
      "href": "/resources/customer-support/faqs/",
      "text": "FAQs",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/resources/customer-support/faqs/\">FAQs</a>"
    },
    {
      "href": "/contact/",
      "text": "Contact",
      "html": "<a class=\"w-full text-3xl py-4 text-primary font-serif font-bold\" href=\"/contact/\">Contact</a>"
    },
    {
      "href": "/contact/quote-request/",
      "text": "Request Quote",
      "html": "<a href=\"/contact/quote-request/\" class=\"block text-xs whitespace-nowrap border-r border-gray-300 bg-blue-50 text-blue-600 rounded-full border border-black flex items-center justify-center gap-2 py-[3px] px-3\"> <div>Request Quote</div> </a>"
    },
    {
      "href": "/contact/quote-request/",
      "text": "Request Quote",
      "html": "<a href=\"/contact/quote-request/\" class=\"block text-xs whitespace-nowrap border-r border-gray-300 bg-blue-50 text-blue-600 rounded-full border border-black flex items-center justify-center gap-2 py-[3px] px-3\"> <div>Request Quote</div> </a>"
    },
    {
      "href": "/contact/quote-request/",
      "text": "Submit Quote",
      "html": "<a href=\"/contact/quote-request/\" class=\"block text-xs whitespace-nowrap border-r border-gray-300 bg-black text-white rounded-full border border-black flex items-center justify-center gap-2 p-[3px] pl-3 text-xs\"> <div>Submit Quote</div> <div class=\"flex items-center justify-center\"> <div class=\"text-black bg-white rounded-full font-bold w-5 h-5 flex items-center justify-center\" x-text=\"&#x24;store.quote.count\"></div> </div> </a>"
    },
    {
      "href": "https://lp.constantcontactpages.com/sl/DkTzbLo",
      "text": "Join Our Email List",
      "html": "<a href=\"https://lp.constantcontactpages.com/sl/DkTzbLo\" target=\"_blank\" class=\"border border-white rounded font-semibold shadow-sm inline-flex items-center gap-x-1 focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 justify-center relative bg-blue-500 text-white hover:bg-accent-b-reg focus-visible:outline-accent-b-reg p-8 text-2xl text-center rounded-lg no-underline\"> Join Our Email List </a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "contact us",
      "html": "<a href=\"mailto:[email protected]\">contact us</a>"
    },
    {
      "href": "/resources/customer-support/standard-terms-conditions/",
      "text": "Terms of Use",
      "html": "<a href=\"/resources/customer-support/standard-terms-conditions/\">Terms of Use</a>"
    },
    {
      "href": "/resources/customer-support/faqs/",
      "text": "Frequently Asked Questions",
      "html": "<a href=\"/resources/customer-support/faqs/\"> Frequently Asked Questions </a>"
    },
    {
      "href": "/resources/customer-support/shipping-returns/",
      "text": "Shipping & Returns",
      "html": "<a href=\"/resources/customer-support/shipping-returns/\"> Shipping &amp; Returns </a>"
    },
    {
      "href": "/resources/customer-support/warranty-information/",
      "text": "Warranty Information",
      "html": "<a href=\"/resources/customer-support/warranty-information/\"> Warranty Information </a>"
    },
    {
      "href": "/support/knowledge-center/?utm_source=no+results+found+page&utm_medium=site+search",
      "text": "View Our Knowledge Center",
      "html": "<a href=\"/support/knowledge-center/?utm_source=no+results+found+page&amp;utm_medium=site+search\">View Our Knowledge Center</a>"
    },
    {
      "href": "/support/?utm_source=no+results+found+page&utm_medium=site+search",
      "text": "Get Customer Support",
      "html": "<a href=\"/support/?utm_source=no+results+found+page&amp;utm_medium=site+search\">Get Customer Support</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/resources/customer-support/standard-terms-conditions/",
      "text": "Terms of Use",
      "html": "<a href=\"/resources/customer-support/standard-terms-conditions/\">Terms of Use</a>"
    },
    {
      "href": "/company/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "/resources/technical-library/glossary/",
      "text": "Glossary of Optical Terms",
      "html": "<a href=\"/resources/technical-library/glossary/\"> Glossary of Optical Terms </a>"
    },
    {
      "href": "/privacy-policy/",
      "text": "Privacy Policy",
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  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 40/100 and needs a fix.

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer evidence and trust scored 40/100 and needs a fix.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company/",
      "text": "About Us",
      "html": "<a class=\"text-sm leading-none flex items-center gap-1.5 no-underline uppercase px-3 py-2.5 rounded-md transition-colors whitespace-nowrap text-slate-900 dark:text-slate-300 dark:hover:text-white \" href=\"/company/\"> About Us <svg class=\"w-3 h-3 opacity-60 transition-transform\" :class=\"open &amp;&amp; &apos;rotate-180&apos;\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M5.22 8.22a.75.75 0 0 1 1.06 0L10 11.94l3.72-3.72a.75.75 0 1 1 1.06..."
    },
    {
      "href": "/company/",
      "text": "Company",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/\"> <span>Company</span> <svg class=\"w-4 h-4 ml-3 text-slate-900 dark:text-slate-200 shrink-0\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M8.22 5.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.2..."
    },
    {
      "href": "/company/mission-values/",
      "text": "Mission and Values",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/mission-values/\"> <span>Mission and Values</span> </a>"
    },
    {
      "href": "/company/certifications-awards/",
      "text": "Certifications and Awards",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/certifications-awards/\"> <span>Certifications and Awards</span> </a>"
    },
    {
      "href": "/company/history/",
      "text": "History",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/history/\"> <span>History</span> </a>"
    },
    {
      "href": "/company/deib/",
      "text": "DEIB",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/deib/\"> <span>DEIB</span> </a>"
    },
    {
      "href": "/company/network/",
      "text": "Global Partner Network",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/network/\"> <span>Global Partner Network</span> </a>"
    },
    {
      "href": "/company/scientific-communities/",
      "text": "Scientific Communities",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/scientific-communities/\"> <span>Scientific Communities</span> </a>"
    },
    {
      "href": "/company/careers/",
      "text": "Careers",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/careers/\"> <span>Careers</span> </a>"
    },
    {
      "href": "/company/events/",
      "text": "Events",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/events/\"> <span>Events</span> </a>"
    },
    {
      "href": "/company/media/",
      "text": "Media",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/media/\"> <span>Media</span> <svg class=\"w-4 h-4 ml-3 text-slate-900 dark:text-slate-200 shrink-0\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 20 20\" fill=\"currentColor\"><path fill-rule=\"evenodd\" d=\"M8.22 5.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25..."
    },
    {
      "href": "/company/media/image-gallery/",
      "text": "Image Gallery",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/media/image-gallery/\"> <span>Image Gallery</span> </a>"
    },
    {
      "href": "/company/media/videos/",
      "text": "Video Highlights",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/media/videos/\"> <span>Video Highlights</span> </a>"
    },
    {
      "href": "/company/news/",
      "text": "News",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/news/\"> <span>News</span> </a>"
    },
    {
      "href": "/company/testimonials/",
      "text": "Testimonials",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/company/testimonials/\"> <span>Testimonials</span> </a>"
    },
    {
      "href": "/company/",
      "text": "About Us",
      "html": "<a class=\"w-full text-3xl py-4 text-primary font-serif font-bold\" href=\"/company/\">About Us</a>"
    },
    {
      "href": "/company/",
      "text": "Company",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/\">Company</a>"
    },
    {
      "href": "/company/mission-values/",
      "text": "Mission and Values",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/mission-values/\">Mission and Values</a>"
    },
    {
      "href": "/company/certifications-awards/",
      "text": "Certifications and Awards",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/certifications-awards/\">Certifications and Awards</a>"
    },
    {
      "href": "/company/history/",
      "text": "History",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/history/\">History</a>"
    },
    {
      "href": "/company/deib/",
      "text": "DEIB",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/deib/\">DEIB</a>"
    },
    {
      "href": "/company/network/",
      "text": "Global Partner Network",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/network/\">Global Partner Network</a>"
    },
    {
      "href": "/company/scientific-communities/",
      "text": "Scientific Communities",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/scientific-communities/\">Scientific Communities</a>"
    },
    {
      "href": "/company/careers/",
      "text": "Careers",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/careers/\">Careers</a>"
    },
    {
      "href": "/company/events/",
      "text": "Events",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/events/\">Events</a>"
    },
    {
      "href": "/company/media/",
      "text": "Media",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/media/\">Media</a>"
    },
    {
      "href": "/company/media/image-gallery/",
      "text": "Image Gallery",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/media/image-gallery/\">Image Gallery</a>"
    },
    {
      "href": "/company/media/videos/",
      "text": "Video Highlights",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/media/videos/\">Video Highlights</a>"
    },
    {
      "href": "/company/news/",
      "text": "News",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/news/\">News</a>"
    },
    {
      "href": "/company/testimonials/",
      "text": "Testimonials",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/company/testimonials/\">Testimonials</a>"
    },
    {
      "href": "/company/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "https://www.linkedin.com/company/chroma-technology-corp/",
      "text": "",
      "html": "<a class=\"block\" aria-label=\"visit /assets/icons/linkedin-1641400598.svg\" href=\"https://www.linkedin.com/company/chroma-technology-corp/\"> <!--?xml version=\"1.0\" encoding=\"UTF-8\"?--><svg class=\"w-6 h-6 fill-current\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" version=\"1.1\" id=\"Layer_1\" x=\"0px\" y=\"0px\" viewBox=\"0 0 24 24\" style=\"enable-background:new 0 0 24 24;\"><path d=\"M20.5,2H3.5C2.7,2,2.1,2.6,2.1,3.4c0,0,0,0,0,0v17.1c0,0.8,0.7,1.4,1.5,1.4c0,0,0,0,0,0h16.9c..."
    },
    {
      "href": "/company/certifications-awards/",
      "text": "Certifications and Awards",
      "html": "<a href=\"/company/certifications-awards/\"> Certifications and Awards </a>"
    },
    {
      "href": "/company/certifications-awards/b-corp/",
      "text": "EU B-Corp Certification",
      "html": "<a href=\"/company/certifications-awards/b-corp/\"> EU B-Corp Certification </a>"
    },
    {
      "href": "/company/careers/",
      "text": "Careers",
      "html": "<a href=\"/company/careers/\"> Careers </a>"
    },
    {
      "href": "/company/deib/",
      "text": "DEIB",
      "html": "<a href=\"/company/deib/\"> DEIB </a>"
    },
    {
      "href": "/company/mission-values/",
      "text": "Mission and Values",
      "html": "<a href=\"/company/mission-values/\"> Mission and Values </a>"
    },
    {
      "href": "/company/news/",
      "text": "News & Press Releases",
      "html": "<a href=\"/company/news/\"> News &amp; Press Releases </a>"
    },
    {
      "href": "/company/events/",
      "text": "Upcoming Events",
      "html": "<a href=\"/company/events/\"> Upcoming Events </a>"
    }
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  "contactLinks": [
    {
      "href": "/resources/customer-support/",
      "text": "Customer Support",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/resources/customer-support/\"> <span>Customer Support</span> </a>"
    },
    {
      "href": "/resources/customer-support/ordering/",
      "text": "Ordering",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/resources/customer-support/ordering/\"> <span>Ordering</span> </a>"
    },
    {
      "href": "/resources/customer-support/faqs/",
      "text": "FAQs",
      "html": "<a class=\"flex items-center justify-between px-4 py-2.5 text-slate-900 dark:text-slate-200 hover:bg-slate-300 dark:hover:bg-slate-700 rounded-lg\" :class=\"open &amp;&amp; &apos;bg-slate-300 dark:bg-slate-700&apos;\" href=\"/resources/customer-support/faqs/\"> <span>FAQs</span> </a>"
    },
    {
      "href": "/contact/",
      "text": "Contact",
      "html": "<a class=\"text-sm leading-none flex items-center gap-1.5 no-underline uppercase px-3 py-2.5 rounded-md transition-colors whitespace-nowrap text-slate-900 dark:text-slate-300 dark:hover:text-white \" href=\"/contact/\"> Contact </a>"
    },
    {
      "href": "/contact/quote-request/",
      "text": "Request a Quote",
      "html": "<a href=\"/contact/quote-request/\" class=\"p-2 w-full whitespace-nowrap border border-primary text-primary rounded flex justify-center block\">Request a Quote</a>"
    },
    {
      "href": "/resources/customer-support/",
      "text": "Customer Support",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/resources/customer-support/\">Customer Support</a>"
    },
    {
      "href": "/resources/customer-support/ordering/",
      "text": "Ordering",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/resources/customer-support/ordering/\">Ordering</a>"
    },
    {
      "href": "/resources/customer-support/faqs/",
      "text": "FAQs",
      "html": "<a class=\"text-xl px-5 py-2 block w-full\" href=\"/resources/customer-support/faqs/\">FAQs</a>"
    },
    {
      "href": "/contact/",
      "text": "Contact",
      "html": "<a class=\"w-full text-3xl py-4 text-primary font-serif font-bold\" href=\"/contact/\">Contact</a>"
    },
    {
      "href": "/contact/quote-request/",
      "text": "Request Quote",
      "html": "<a href=\"/contact/quote-request/\" class=\"block text-xs whitespace-nowrap border-r border-gray-300 bg-blue-50 text-blue-600 rounded-full border border-black flex items-center justify-center gap-2 py-[3px] px-3\"> <div>Request Quote</div> </a>"
    },
    {
      "href": "/contact/quote-request/",
      "text": "Request Quote",
      "html": "<a href=\"/contact/quote-request/\" class=\"block text-xs whitespace-nowrap border-r border-gray-300 bg-blue-50 text-blue-600 rounded-full border border-black flex items-center justify-center gap-2 py-[3px] px-3\"> <div>Request Quote</div> </a>"
    },
    {
      "href": "/contact/quote-request/",
      "text": "Submit Quote",
      "html": "<a href=\"/contact/quote-request/\" class=\"block text-xs whitespace-nowrap border-r border-gray-300 bg-black text-white rounded-full border border-black flex items-center justify-center gap-2 p-[3px] pl-3 text-xs\"> <div>Submit Quote</div> <div class=\"flex items-center justify-center\"> <div class=\"text-black bg-white rounded-full font-bold w-5 h-5 flex items-center justify-center\" x-text=\"&#x24;store.quote.count\"></div> </div> </a>"
    },
    {
      "href": "https://lp.constantcontactpages.com/sl/DkTzbLo",
      "text": "Join Our Email List",
      "html": "<a href=\"https://lp.constantcontactpages.com/sl/DkTzbLo\" target=\"_blank\" class=\"border border-white rounded font-semibold shadow-sm inline-flex items-center gap-x-1 focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 justify-center relative bg-blue-500 text-white hover:bg-accent-b-reg focus-visible:outline-accent-b-reg p-8 text-2xl text-center rounded-lg no-underline\"> Join Our Email List </a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "contact us",
      "html": "<a href=\"mailto:[email protected]\">contact us</a>"
    },
    {
      "href": "/resources/customer-support/standard-terms-conditions/",
      "text": "Terms of Use",
      "html": "<a href=\"/resources/customer-support/standard-terms-conditions/\">Terms of Use</a>"
    },
    {
      "href": "/resources/customer-support/faqs/",
      "text": "Frequently Asked Questions",
      "html": "<a href=\"/resources/customer-support/faqs/\"> Frequently Asked Questions </a>"
    },
    {
      "href": "/resources/customer-support/shipping-returns/",
      "text": "Shipping & Returns",
      "html": "<a href=\"/resources/customer-support/shipping-returns/\"> Shipping &amp; Returns </a>"
    },
    {
      "href": "/resources/customer-support/warranty-information/",
      "text": "Warranty Information",
      "html": "<a href=\"/resources/customer-support/warranty-information/\"> Warranty Information </a>"
    },
    {
      "href": "/support/knowledge-center/?utm_source=no+results+found+page&utm_medium=site+search",
      "text": "View Our Knowledge Center",
      "html": "<a href=\"/support/knowledge-center/?utm_source=no+results+found+page&amp;utm_medium=site+search\">View Our Knowledge Center</a>"
    },
    {
      "href": "/support/?utm_source=no+results+found+page&utm_medium=site+search",
      "text": "Get Customer Support",
      "html": "<a href=\"/support/?utm_source=no+results+found+page&amp;utm_medium=site+search\">Get Customer Support</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/resources/customer-support/standard-terms-conditions/",
      "text": "Terms of Use",
      "html": "<a href=\"/resources/customer-support/standard-terms-conditions/\">Terms of Use</a>"
    },
    {
      "href": "/company/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/company/privacy-policy/\">Privacy Policy</a>"
    },
    {
      "href": "/resources/technical-library/glossary/",
      "text": "Glossary of Optical Terms",
      "html": "<a href=\"/resources/technical-library/glossary/\"> Glossary of Optical Terms </a>"
    },
    {
      "href": "/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/privacy-policy/\" class=\"text-white underline\">Privacy Policy</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 60/100 and needs improvement.

5 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, JSON-LD structured data.

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Extraction-friendly structure scored 60/100 and needs improvement.

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 3,
  "schemaBlocks": 0,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "JSON-LD structured data"
  ],
  "score": 60,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

AEO: Answer-first sections scored 65/100 and needs improvement.

4 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

19 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer-first sections scored 65/100 and needs improvement.

Evidence

{
  "sectionCount": 21,
  "passing": 2,
  "failing": [
    {
      "heading": "Our Products",
      "headingHtml": "<h2>Our Products</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Optical Filters",
      "headingHtml": "<h3> <a href=\"/products/filters/\" class=\"block text-primary dark:text-slate-400\">Optical Filters</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Filter Sets",
      "headingHtml": "<h3> <a href=\"/products/filter-sets/\" class=\"block text-primary dark:text-slate-400\">Filter Sets</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Filter Accessories",
      "headingHtml": "<h3> <a href=\"/products/filter-accessories/\" class=\"block text-primary dark:text-slate-400\">Filter Accessories</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Capabilities",
      "headingHtml": "<h2>Capabilities</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Manufacturing & Optical Coatings",
      "headingHtml": "<h3> <a href=\"/capabilities/manufacturing/\" class=\"block text-primary dark:text-slate-400\">Manufacturing &amp; Optical Coatings</a> </h3>",
      "firstParagraph": "Manufacturing capabilities for optical filters involve precision techniques like thin-film coating and optical design.",
      "paragraphHtml": "<p>Manufacturing capabilities for optical filters involve precision techniques like thin-film coating and optical design.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Custom Design & Engineering",
      "headingHtml": "<h3> <a href=\"/capabilities/custom-design-engineering/\" class=\"block text-primary dark:text-slate-400\">Custom Design &amp; Engineering</a> </h3>",
      "firstParagraph": "Expert guidance and comprehensive support from initial consultation to final implementation.",
      "paragraphHtml": "<p>Expert guidance and comprehensive support from initial consultation to final implementation.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Prototyping & Rapid Development",
      "headingHtml": "<h3> <a href=\"/capabilities/rapid-prototyping/\" class=\"block text-primary dark:text-slate-400\">Prototyping &amp; Rapid Development</a> </h3>",
      "firstParagraph": "In the dynamic landscape of rapid product development, transforming ideas into prototypes swiftly is essential.",
      "paragraphHtml": "<p>In the dynamic landscape of rapid product development, transforming ideas into prototypes swiftly is essential.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Metrology & Quality Assurance",
      "headingHtml": "<h3> <a href=\"/capabilities/metrology/\" class=\"block text-primary dark:text-slate-400\">Metrology &amp; Quality Assurance</a> </h3>",
      "firstParagraph": "Our state-of-the-art metrology equipment ensures the quality of optical components.",
      "paragraphHtml": "<p>Our state-of-the-art metrology equipment ensures the quality of optical components.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Applications & Markets",
      "headingHtml": "<h2>Applications &amp; Markets</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Life Science & Diagnostics",
      "headingHtml": "<h3> <a href=\"/applications/life-science-and-diagnostics/\" class=\"block text-primary dark:text-slate-400\">Life Science &amp; Diagnostics</a> </h3>",
      "firstParagraph": "Filters for biotechnology and diagnostic instruments, including flow cytometers, PCR, DNA sequencers, plate readers, and clinical chemistry analyzers.",
      "paragraphHtml": "<p>Filters for biotechnology and diagnostic instruments, including flow cytometers, PCR, DNA sequencers, plate readers, and clinical chemistry analyzers.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Astronomy & Astrophotography",
      "headingHtml": "<h3> <a href=\"/applications/astronomy-and-astrophotography/\" class=\"block text-primary dark:text-slate-400\">Astronomy &amp; Astrophotography</a> </h3>",
      "firstParagraph": "Filters designed for deep-sky imaging, planetary observation, and scientific measurement with precise spectral control and long-term stability.",
      "paragraphHtml": "<p>Filters designed for deep-sky imaging, planetary observation, and scientific measurement with precise spectral control and long-term stability.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Industrial Applications & Machine Vision",
      "headingHtml": "<h3> <a href=\"/applications/industrial/\" class=\"block text-primary dark:text-slate-400\">Industrial Applications &amp; Machine Vision</a> </h3>",
      "firstParagraph": "Filters for industrial automation from inspection and measurement to robotic guidance, machine vision, sorting, and embedded vision in harsh environments.",
      "paragraphHtml": "<p>Filters for industrial automation from inspection and measurement to robotic guidance, machine vision, sorting, and embedded vision in harsh environments.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Analytical Spectroscopy",
      "headingHtml": "<h3> <a href=\"/applications/analytical-spectroscopy/\" class=\"block text-primary dark:text-slate-400\">Analytical Spectroscopy</a> </h3>",
      "firstParagraph": "Filters and sets for Raman, fluorescence, UV–Vis, and other analytical spectroscopy workflows to optimize signal-to-noise and simplify system design.",
      "paragraphHtml": "<p>Filters and sets for Raman, fluorescence, UV&#x2013;Vis, and other analytical spectroscopy workflows to optimize signal-to-noise and simplify system design.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Spectra Viewer",
      "headingHtml": "<h2>Spectra Viewer</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "OEM Optical Engineering Systems Design",
      "headingHtml": "<h2>OEM Optical Engineering Systems Design</h2>",
      "firstParagraph": "Are you looking for a partner to develop custom optical engineering solutions?",
      "paragraphHtml": "<p>Are you looking for a partner to develop custom optical engineering solutions?</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Upcoming Events & Tradeshows",
      "headingHtml": "<h2>Upcoming Events &amp; Tradeshows</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Sign up for our newsletter",
      "headingHtml": "<h2>Sign up for our newsletter</h2>",
      "firstParagraph": "Stay updated on the latest advancements in optical filters by signing up for our newsletter. Receive exclusive insights, industry news, and product updates directly to your inbox when you subscribe today.",
      "paragraphHtml": "<p>Stay updated on the latest advancements in optical filters by signing up for our newsletter. Receive exclusive insights, industry news, and product updates directly to your inbox when you subscribe today.</p>",
      "words": 31,
      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
    },
    {
      "heading": "No Results Found",
      "headingHtml": "<h2>No Results Found</h2>",
      "firstParagraph": "Please check the spelling or try searching with different keywords.",
      "paragraphHtml": "<p>Please check the spelling or try searching with different keywords.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 50/100 and needs improvement.

3 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

19 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Question-led structure scored 50/100 and needs improvement.

Evidence

{
  "h2Count": 9,
  "questionH2s": [],
  "hasFaq": true,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 55/100 and needs improvement.

3 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: optical, filters, custom, oem, filter, design, imaging, systems, products, chroma, technology, corp, scientific, detection, industries.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Entity and definition clarity

Score

55/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Entity and definition clarity scored 55/100 and needs improvement.

Evidence

{
  "title": "Optical Filters, Custom & OEM Filter Design, Imaging Systems & Products - Chroma Technology Corp",
  "h1": "Optical Filters for Scientific, Imaging and Detection Industries",
  "description": "",
  "topicOverlap": 0,
  "definitionCount": 3,
  "topicTerms": [
    "optical",
    "filters",
    "custom",
    "oem",
    "filter",
    "design",
    "imaging",
    "systems",
    "products",
    "chroma",
    "technology",
    "corp",
    "scientific",
    "detection",
    "industries"
  ],
  "descriptionTerms": [],
  "missingFromDescription": [
    "optical",
    "filters",
    "custom",
    "oem",
    "filter",
    "design",
    "imaging",
    "systems",
    "products",
    "chroma",
    "technology",
    "corp",
    "scientific",
    "detection",
    "industries"
  ],
  "score": 55,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

GEO: Explanatory content depth scored 75/100 and needs improvement.

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

3 explanatory paragraph(s) could be stronger for citation or AI extraction.

Details

Why it matters

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Explanatory content depth scored 75/100 and needs improvement.

Evidence

{
  "candidatePassages": 3,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 2,
      "heading": "H2: Setting the standard for success in optical filters",
      "text": "Our reputation is built on dedicated customer service, including technical and application support. We manufacture high-performance optical filters covering a spectral range from 200-3000nm with superior durability and longevity, across many industries and applications. Our filter types include long, short, and multi-bandpass filters, notch rejection filters, neutral density filters, beamsplitters and reflective m...",
      "words": 54,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (54 words; target 80-220)."
      ],
      "html": "<p>Our reputation is built on dedicated customer service, including technical and application support. We manufacture high-performance optical filters covering a spectral range from 200-3000nm with superior durability and longevity, across many industries and applications. Our filter types include long, short, and multi-bandpass filters, notch rejection filters, neutral density filters, beamsplitters and reflective metal mirrors.</p>"
    },
    {
      "index": 11,
      "heading": "H3: From Researchers to OEMs:",
      "text": "Experience the powerful, interactive Spectra Viewer from Chroma Technology. View our tutorials and use this simple-to-use tool to provide insight into the world of optical filters, filter sets, and fluorochromes. The Spectra Viewer is designed to support and enhance your work.",
      "words": 41,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (41 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p>Experience the powerful, interactive Spectra Viewer from Chroma Technology. View <a target=\"_blank\" href=\"https://www.youtube.com/watch?v=Nr8EB7-iCQI&amp;list=PLRGHgAjM7hlrU_7szO8MRYTEBZc7CEhfX&amp;pp=gAQB\">our tutorials</a> and use this simple-to-use tool to provide insight into the world of optical filters, filter sets, and fluorochromes. The Spectra Viewer is designed to support and enhance your work.</p>"
    },
    {
      "index": 13,
      "heading": "H2: OEM Optical Engineering Systems Design",
      "text": "We work closely with our partner, 89 North, in the development of custom OEM optical engineering solutions for some of the world’s most advanced companies. Core expertise includes custom illumination design and laser system design across the fields of",
      "words": 40,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (40 words; target 80-220)."
      ],
      "html": "<p>We work closely with our partner, 89 North, in the development of custom OEM optical engineering solutions for some of the world&#x2019;s most advanced companies. Core expertise includes custom illumination design and laser system design across the fields of</p>"
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

AIO: Answer block readiness scored 65/100 and needs improvement.

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

19 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Answer block readiness scored 65/100 and needs improvement.

Evidence

{
  "sectionCount": 21,
  "passing": 2,
  "failing": [
    {
      "heading": "Our Products",
      "headingHtml": "<h2>Our Products</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
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    {
      "heading": "Filter Accessories",
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      "paragraphHtml": "<p>Manufacturing capabilities for optical filters involve precision techniques like thin-film coating and optical design.</p>",
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      "direct": false,
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      "heading": "Custom Design & Engineering",
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      "heading": "Prototyping & Rapid Development",
      "headingHtml": "<h3> <a href=\"/capabilities/rapid-prototyping/\" class=\"block text-primary dark:text-slate-400\">Prototyping &amp; Rapid Development</a> </h3>",
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      "heading": "Metrology & Quality Assurance",
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      "direct": false,
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    {
      "heading": "Applications & Markets",
      "headingHtml": "<h2>Applications &amp; Markets</h2>",
      "firstParagraph": "",
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      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
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      "direct": false,
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      "headingHtml": "<h3> <a href=\"/applications/industrial/\" class=\"block text-primary dark:text-slate-400\">Industrial Applications &amp; Machine Vision</a> </h3>",
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      "paragraphHtml": "<p>Filters for industrial automation from inspection and measurement to robotic guidance, machine vision, sorting, and embedded vision in harsh environments.</p>",
      "words": 20,
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      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
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      "headingHtml": "<h3> <a href=\"/applications/analytical-spectroscopy/\" class=\"block text-primary dark:text-slate-400\">Analytical Spectroscopy</a> </h3>",
      "firstParagraph": "Filters and sets for Raman, fluorescence, UV–Vis, and other analytical spectroscopy workflows to optimize signal-to-noise and simplify system design.",
      "paragraphHtml": "<p>Filters and sets for Raman, fluorescence, UV&#x2013;Vis, and other analytical spectroscopy workflows to optimize signal-to-noise and simplify system design.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Spectra Viewer",
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      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "OEM Optical Engineering Systems Design",
      "headingHtml": "<h2>OEM Optical Engineering Systems Design</h2>",
      "firstParagraph": "Are you looking for a partner to develop custom optical engineering solutions?",
      "paragraphHtml": "<p>Are you looking for a partner to develop custom optical engineering solutions?</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
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    {
      "heading": "Upcoming Events & Tradeshows",
      "headingHtml": "<h2>Upcoming Events &amp; Tradeshows</h2>",
      "firstParagraph": "",
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      "words": 0,
      "direct": false,
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    {
      "heading": "Sign up for our newsletter",
      "headingHtml": "<h2>Sign up for our newsletter</h2>",
      "firstParagraph": "Stay updated on the latest advancements in optical filters by signing up for our newsletter. Receive exclusive insights, industry news, and product updates directly to your inbox when you subscribe today.",
      "paragraphHtml": "<p>Stay updated on the latest advancements in optical filters by signing up for our newsletter. Receive exclusive insights, industry news, and product updates directly to your inbox when you subscribe today.</p>",
      "words": 31,
      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
    },
    {
      "heading": "No Results Found",
      "headingHtml": "<h2>No Results Found</h2>",
      "firstParagraph": "Please check the spelling or try searching with different keywords.",
      "paragraphHtml": "<p>Please check the spelling or try searching with different keywords.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
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  "score": 65,
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 75/100 and needs improvement.

1 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

31 image(s) are missing width/height attributes. 1 possible modal/interstitial element(s) detected.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Page experience for AIO

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Page experience for AIO scored 75/100 and needs improvement.

Evidence

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      "html": "<img src=\"/assets/logos/89north-logo-footer.png\" alt=\"89 North logo\">"
    },
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  "possibleDialogs": [
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

AEO: Answer intent coverage scored 70/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

Missing likely AI Overview intent sections: what, how, benefits, cost, compare.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer intent coverage scored 70/100 and needs improvement.

Evidence

{
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    {
      "text": "Setting the standard for success in optical filters",
      "html": "<h2>Setting the standard for success in optical filters</h2>"
    },
    {
      "text": "Our Products",
      "html": "<h2>Our Products</h2>"
    },
    {
      "text": "Capabilities",
      "html": "<h2>Capabilities</h2>"
    },
    {
      "text": "Applications & Markets",
      "html": "<h2>Applications &amp; Markets</h2>"
    },
    {
      "text": "Spectra Viewer",
      "html": "<h2>Spectra Viewer</h2>"
    },
    {
      "text": "OEM Optical Engineering Systems Design",
      "html": "<h2>OEM Optical Engineering Systems Design</h2>"
    },
    {
      "text": "Upcoming Events & Tradeshows",
      "html": "<h2>Upcoming Events &amp; Tradeshows</h2>"
    },
    {
      "text": "Sign up for our newsletter",
      "html": "<h2>Sign up for our newsletter</h2>"
    },
    {
      "text": "No Results Found",
      "html": "<h2>No Results Found</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Optical Filters, Custom & OEM Filter Design,...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Optical Filters, Custom & OEM Filter Design,... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Optical Filters, Custom & OEM Filter Design,...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Optical Filters, Custom & OEM Filter Design,... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Optical Filters, Custom & OEM Filter Design,... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Optical Filters, Custom & OEM Filter Design,...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Optical Filters, Custom & OEM Filter Design,... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Optical Filters, Custom & OEM Filter Design,...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Optical Filters, Custom & OEM Filter Design,... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Optical Filters, Custom & OEM Filter Design,... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.

Result

AI context endpoint is informational for this page.

Validation steps

Fetch to find resource
AI context endpoint was not found at the expected path.

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 24
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 24
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

Missing likely AI Overview intent sections: what, how, benefits, cost, compare.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "Setting the standard for success in optical filters",
      "html": "<h2>Setting the standard for success in optical filters</h2>"
    },
    {
      "text": "Our Products",
      "html": "<h2>Our Products</h2>"
    },
    {
      "text": "Capabilities",
      "html": "<h2>Capabilities</h2>"
    },
    {
      "text": "Applications & Markets",
      "html": "<h2>Applications &amp; Markets</h2>"
    },
    {
      "text": "Spectra Viewer",
      "html": "<h2>Spectra Viewer</h2>"
    },
    {
      "text": "OEM Optical Engineering Systems Design",
      "html": "<h2>OEM Optical Engineering Systems Design</h2>"
    },
    {
      "text": "Upcoming Events & Tradeshows",
      "html": "<h2>Upcoming Events &amp; Tradeshows</h2>"
    },
    {
      "text": "Sign up for our newsletter",
      "html": "<h2>Sign up for our newsletter</h2>"
    },
    {
      "text": "No Results Found",
      "html": "<h2>No Results Found</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Optical Filters, Custom & OEM Filter Design,...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Optical Filters, Custom & OEM Filter Design,... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Optical Filters, Custom & OEM Filter Design,...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Optical Filters, Custom & OEM Filter Design,... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Optical Filters, Custom & OEM Filter Design,... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Optical Filters, Custom & OEM Filter Design,...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Optical Filters, Custom & OEM Filter Design,... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Optical Filters, Custom & OEM Filter Design,...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Optical Filters, Custom & OEM Filter Design,... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Optical Filters, Custom & OEM Filter Design,... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

Verify that IndexNow ownership key placement is detectable when the site advertises it.

Result

IndexNow key is informational for this page.

Validation steps

Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.

Evidence

{
  "steps": [
    {
      "id": "advertised-location",
      "title": "Find advertised IndexNow key location",
      "status": "informational",
      "evidence": {
        "advertised": []
      },
      "issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
      "howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
    },
    {
      "id": "fetch-key",
      "title": "Fetch and validate IndexNow key file",
      "status": "informational",
      "evidence": {
        "advertised": [],
        "checked": []
      },
      "issue": "No discoverable IndexNow key file was found.",
      "howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
    }
  ]
}

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

OAuth / OIDC discovery was not found at the expected path.

Why it matters

OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.

Result

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Validation steps

Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 198922
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

Why it matters

Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.

Result

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Validation steps

Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n\n<head>\n    <meta charset=\"utf-8\" />\n    <meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\" />\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n    <meta name=\"csrf-token\" content=\"NXmZLL0QMki2rBoDhKF8c762RwhZvHGR0cZhU9uz\">\n    <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/themes/reset-min.css\"\n        integrity=\"sha256-2AeJLzExpZvqLUxMfcs+4DWcMwNfpnjUeAAvEtPr0wU=\" crossorigin=\"anonymous\"\n        media=\"print\" onload=\"this.media='all'\"\n    >\n\n    <link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/assets/favicons/favicon.ico\">\n<!-- <link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"\">\n<link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" hre"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "expectedResource": "https://www.chroma.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.chroma.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.chroma.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.chroma.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityBest PracticesBrowser audit

Browser errors were logged to the console

100 Fail

Check name

Browser errors were logged to the console

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Fix guidance

Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)

References

https://developer.chrome.com/docs/lighthouse/best-practices/

Evidence

{
  "description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}

SEOSEOBrowser audit

Document does not have a meta description

33 Fail

Check name

Document does not have a meta description

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Meta descriptions may be included in search results to concisely summarize page content. [Learn more about the meta description](https://developer.chrome.com/docs/lighthouse/seo/meta-description/).

References

https://developer.chrome.com/docs/lighthouse/seo/

Evidence

{
  "description": "Meta descriptions may be included in search results to concisely summarize page content. [Learn more about the meta description](https://developer.chrome.com/docs/lighthouse/seo/meta-description/)."
}

SEOSEOBrowser audit

Links are not crawlable

33 Fail

Check name

Links are not crawlable

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)

References

https://developer.chrome.com/docs/lighthouse/seo/

Evidence

{
  "description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}

SEOSEOBrowser audit

Links do not have descriptive text

33 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

16 links found

Fix guidance

Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).

References

https://developer.chrome.com/docs/lighthouse/seo/

Evidence

{
  "displayValue": "16 links found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

17 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 231 KiB

Fix guidance

Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 231 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 130
}

Performance and AccessibilityPerformanceBrowser audit

Render-blocking requests

17 Fail

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 1,260 ms

Fix guidance

Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 1,260 ms",
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

Performance and AccessibilityPerformanceBrowser audit

Image elements do not have explicit `width` and `height`

8 Warning

Check name

Image elements do not have explicit `width` and `height`

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)

References

https://web.dev/learn/performance/

Evidence

{
  "description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}

Performance and AccessibilityPerformanceBrowser audit

Improve image delivery

8 Warning

Check name

Improve image delivery

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 610 KiB

Fix guidance

Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 610 KiB",
  "description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}

Performance and AccessibilityPerformanceBrowser audit

Legacy JavaScript

8 Warning

Check name

Legacy JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 9 KiB

Fix guidance

Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 9 KiB",
  "description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}

Performance and AccessibilityPerformanceBrowser audit

Minify CSS

8 Warning

Check name

Minify CSS

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 9 KiB

Fix guidance

Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 9 KiB",
  "description": "Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).",
  "numericValue": 0
}

Fix with MCP or CLI

Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.

Score history

Public scan score over time

Public reports for this website origin. Select any point or report link to open that canonical report.

1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 8, 2026	52/100	Level 3, Bot-Aware	Current report